{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/627f3219ac624366a701381df2b4341e\" frameborder=\"0\" width=\"1440\" height=\"1080\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1080,"width":1440,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1080,"thumbnail_width":1440,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/627f3219ac624366a701381df2b4341e-05fa7d753c569470.gif","duration":703.722,"title":"Legal Risk Pricer Tool Proof of Concept","description":"I shared a proof of concept legal risk pricer tool I have started using in my practice to help in-house teams price legal risk when they need to prioritize fixes or decide whether to launch a product. I walked through a hypothetical broken opt-out on a website for cross context behavioral advertising in California, affecting about 1,000 residents for one month, with precise geolocation. The tool scores vulnerability, detection probability, enforcement probability, and adverse outcome probability, then calculates risk using expected value, structural exposure, and severity times likelihood. It also proposes mitigations and explains how they can drop exposure by hundreds of thousands to millions, and it flags data gaps. I did not ask for any specific action from viewers."}